SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Showing 751775 of 914 papers

TitleStatusHype
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic EmbeddingsCode0
PK-ICR: Persona-Knowledge Interactive Context Retrieval for Grounded DialogueCode0
Docalog: Multi-document Dialogue System using Transformer-based Span RetrievalCode0
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented GraphsCode0
ZRIGF: An Innovative Multimodal Framework for Zero-Resource Image-Grounded Dialogue GenerationCode0
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-AttentionCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
Hierarchical Recurrent Attention Network for Response GenerationCode0
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableCode0
Diversifying Task-oriented Dialogue Response Generation with Prototype Guided ParaphrasingCode0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive QueriesCode0
TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLMCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse GenerationCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection TaskCode0
Grammar Control in Dialogue Response Generation for Language Learning ChatbotsCode0
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog GenerationCode0
LBC: Language-Based-Classifier for Out-Of-Variable GeneralizationCode0
Consistent Dialogue Generation with Self-supervised Feature LearningCode0
Learning From Free-Text Human Feedback -- Collect New Datasets Or Extend Existing Ones?Code0
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded DialogueCode0
Zero-shot Cross-lingual Conversational Semantic Role LabelingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified